Integrate onnx 1.17.0

[liqunfu]

Description

for ORT 1.21.0 release

Create following related issues to track skipped tests due to updated ONNX operators in the ONNX 1.17.0 release:
#23162
#23164
#23163
#23161

Motivation and Context

[guschmue]

this pr is not complete, tests etc need to be aware of the new onnx version.
we are going to take a look at the ort-web part.

[jywu-msft]

the disabled onnx_test_runner testing in qnn ep pipelines are failing on "test_reduce_max_empty_set" running on CPU EP , so it's not specifically a QNN EP issue.

[yf711]

For failing test_reduce_max_empty_set, it seems ORT CPUEP fail to yield -inf array when data input is empty set, according to ReduceMax def

Here's error log when testing onnx/backend/test/data/node/test_reduce_max_empty_set:

[E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running ReduceMax node. Name:'' Status Message:
Traceback (most recent call last):
  File "/root/Documents/ort-cpu/Release/_deps/onnx-src/onnx/backend/test/data/node/test_reduce_max_empty_set/test.py", line 17, in <module>
    outputs = sess.run(
              ^^^^^^^^^
  File "/miniconda/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running ReduceMax node. Name:'' Status Message:

Btw, when testing test_reduce_min_empty_set, ORT-CPU EP is able to yield [array([[[inf, inf, inf, inf]] when input data is [2,?,4] and input axes [1]
(for reduceMin op, it yields +inf when input is empty set theoretically)

[github-actions]

You can commit the suggested changes from lintrunner.

[liqunfu]

For failing test_reduce_max_empty_set, it seems ORT CPUEP fail to yield -inf array when data input is empty set, according to ReduceMax def

Here's error log when testing onnx/backend/test/data/node/test_reduce_max_empty_set:

[E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running ReduceMax node. Name:'' Status Message:
Traceback (most recent call last):
  File "/root/Documents/ort-cpu/Release/_deps/onnx-src/onnx/backend/test/data/node/test_reduce_max_empty_set/test.py", line 17, in <module>
    outputs = sess.run(
              ^^^^^^^^^
  File "/miniconda/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running ReduceMax node. Name:'' Status Message:

Btw, when testing test_reduce_min_empty_set, ORT-CPU EP is able to yield [array([[[inf, inf, inf, inf]] when input data is [2,?,4] and input axes [1] (for reduceMin op, it yields +inf when input is empty set theoretically)

Thanks for the investigation. It is a bug in ORT. the issue is fixed in this PR.

[liqunfu]

the disabled onnx_test_runner testing in qnn ep pipelines are failing on "test_reduce_max_empty_set" running on CPU EP , so it's not specifically a QNN EP issue.

This was a bug in ORT which is fixed with this PR.

[liqunfu]

the failing CIs are existing issues

[yf711]

For failing test_reduce_max_empty_set, it seems ORT CPUEP fail to yield -inf array when data input is empty set, according to ReduceMax def
Here's error log when testing onnx/backend/test/data/node/test_reduce_max_empty_set:

[E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running ReduceMax node. Name:'' Status Message:
Traceback (most recent call last):
  File "/root/Documents/ort-cpu/Release/_deps/onnx-src/onnx/backend/test/data/node/test_reduce_max_empty_set/test.py", line 17, in <module>
    outputs = sess.run(
              ^^^^^^^^^
  File "/miniconda/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running ReduceMax node. Name:'' Status Message:

Btw, when testing test_reduce_min_empty_set, ORT-CPU EP is able to yield [array([[[inf, inf, inf, inf]] when input data is [2,?,4] and input axes [1] (for reduceMin op, it yields +inf when input is empty set theoretically)

Thanks for the investigation. It is a bug in ORT. the issue is fixed in this PR.

Thanks for the fix! This looks good to me

[snnn]

But these ops almost have no change. Should we update the registrations to include them?

[liqunfu]

I created #23162 to track unimplemented kernels. because new types were added, it requires more than registration. It is better to keep the PR limited and have other PRs to complete the kernel implementation and testing.